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- # MLCommons Releases MLPerf AI Training v5.1 Results

Today, MLCommons announced new results for the MLPerf Training v5.1 benchmark suite, highlighting the rapid evolution and increasing richness of the AI ecosystem as well as significant performance improvements from new generations of systems. Go here to view the full results for MLPerf Training v5.1 and find additional information about the benchmarks. The MLPerf Training benchmark suite comprises \[…\]

- ## Private AI: Moving Models to Data within Secure Boundaries

By Abhas Ricky, Chief Strategy Officer at Cloudera Artificial intelligence drives the next wave of enterprise transformation, yet many organizations remain stuck. Concerns about keeping sensitive data and intellectual property secure are holding enterprises back from AI adoption. According to a recent Accenture study, 77% of organizations lack the foundational data and AI security practices \[…\]

- ## Qumulo Announces Global Data Supply Chain for AI Factories

SEATTLE – Nov. 12, 2025 — Unstructured data management company Qumulo today unveiled three products — Qumulo Helios Agent, Qumulo Cloud AI Accelerator and Qumulo AI Networking — designed to support how enterprises integrate their data into AI factories. “Enterprises in today’s competitive environments need more than just storage—they need systems that think, adapt, and \[…\]

- ## AI Performance Myths: Do IOPS Actually Matter?

By Petros Koutoupis, VDURA With all the buzz around artificial intelligence and machine learning, it’s easy to lose sight of which high-performance computing storage requirements are essential to deliver real, transformative value for your organization. When evaluating a data storage solution, one of the most common performance metrics is input/output operations per second (IOPS). It \[…\]

#### Sponsored Guest Article

- ### Re-Engineering Ethernet for AI Fabric

\[SPONSORED GUEST ARTICLE\]   For years, InfiniBand has been the go-to networking technology for high-performance computing (HPC) and AI workloads due to its low latency and lossless transport. But as AI clusters grow to thousands of GPUs and demand open, scalable infrastructure, the industry is shifting. Leading AI infrastructure providers are increasingly moving ….

#### All Recent News

- ### Legit Security Announces AI Application Security with VibeGuard
- ### Air Force Issues Call for Proposals for AI Data Centers
- ### AI Science Factory Company Lila Announces Close of $350M Series A, with NVIDIA Backing

- ### Private AI: Moving Models to Data within Secure Boundaries
- ### Qumulo Announces Global Data Supply Chain for AI Factories
- ### MLCommons Releases MLPerf AI Training v5.1 Results
- ### Legit Security Announces AI Application Security with VibeGuard
- ### AI Performance Myths: Do IOPS Actually Matter?
- ### CIQ: Rocky Linux Is Authorized Linux Distribution for NVIDIA AI Stack
- ### Google Cloud Announces GA of Ironwood TPUs
- ### OpenAI and Broadcom to Deploy 10 GW of OpenAI-Designed AI Accelerators
- ### Air Force Issues Call for Proposals for AI Data Centers
- ### AI Science Factory Company Lila Announces Close of $350M Series A, with NVIDIA Backing
- ### Tessell Launches Exadata Integration for AI Multi-Cloud Oracle Workloads
- ### @HPCpodcast: Silicon Photonics – An Update from Prof. Keren Bergman on a Potentially Transformational Technology for Data Center Chips

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#### White Papers

### From Legacy to Leading Edge: How Mainframe Data Can Transform AI and Analytics

From Legacy to Leading Edge: How Mainframe Data Can Transform AI and Analytics explores how enterprise data leaders can unlock untapped value by integrating mainframe data into modern AI and analytics ecosystems. Despite powering critical operations, mainframe data remains largely siloed. This whitepaper outlines strategic insights, common roadblocks, and a practical roadmap to help data leaders \[…\]

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### Powering Innovation: IDC Spotlight: Private AI Infrastructure in the Enterprise

AI is rapidly transforming industries, becoming a critical driver of innovation. As AI’s influence expands, organizations are increasingly turning to private AI solutions to maintain control over their data, ensure regulatory compliance, and customize AI models to meet specific needs. According to IDC’s Spotlight report Powering Innovation: Private AI Infrastructure in the Enterprise, experienced organizations \[…\]

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### From complexity to clarity: Harnessing the power of AI/ML and risk-informed strategies to streamline clinical data management

In today’s fast-paced world, driven by demands for speed and efficiency, the field of clinical development has undergone a remarkable transformation. The way trials are being conducted has changed significantly with decentralized clinical trials (DCT) becoming mainstream and the collection of clinical data from wearables and other remote-monitoring devices becoming common practice. While these advances \[…\]

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#### Editor’s Choice

- ### $200M HPC Data Center for AI in Wisconsin Launched by DPO and Billerud

Digital Power Optimization, Inc. (“DPO”), a developer and operator of power-dense data centers, today announced it has secured land and a power supply to develop a $200 million high-performance computing facility in Wisconsin Rapids, WI. This project will enable up to 20 megawatts of AI computing. DPO is working in partnership with Billerud subsidiary Consolidated Water Power Company ….
- ### @HPCpodcast Industry View: A Deep Dive into High-Density Data Center Cooling and Efficiency Strategies with DDC Solutions

In this “Industry View” episode of the @HPCpodcast, Chris Orlando of DDC Solutions discusses the rapidly changing landscape of high density data center cooling, monitoring, safety and compliance, hybrid liquid-air solutions and other strategies for data center power efficiency. DDC’s cabinet technology, DCIM real-time monitoring and dynamic ….
- ### Nvidia at CES: Omniverse Blueprint for Industry, Generative Physical AI, Access to Blackwells, Cosmos Model for Physical AI

Nvidia issued its anticipated raft of news at CES this week, here’s an overview of announcements for the HPC-AI sector: ‘Mega’ Omniverse Blueprint for Industrial Robot Fleet Digital Twins The company said Mega is an omniverse framework for next-gen industrial AI and robot simulation through software-defined testing and optimization of factories and warehouses.

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#### Sponsored Guest Articles

- ### Generative AI’s Accuracy Depends on an Enterprise Storage-driven RAG Architecture

\[SPONSORED POST\] In this sponsored article, Eric Herzog, CMO of Infinidat, suggests that as part of a transformative effort to bring one’s company into the AI-enhanced future, it’s an opportunity to leverage intelligent automation with RAG to create better ….
- ### Webinar: Getting Started with Llama 3 on AMD Radeon and Instinct GPUs

\[Sponsored Post\] This webinar: “Getting Started with Llama 3 on AMD Radeon and Instinct GPUs” provides a guide to installing Hugging Face transformers, Meta’s Llama 3 weights, and the necessary dependencies for running Llama locally on AMD systems with ROCm™ 6.0.
- ### Optimizing Performance and Cost Savings for Elastic on Pure Storage

\[SPONSORED POST\] Organizations can now confidently embrace Elastic, enhance their hot tier storage, and seamlessly manage historical data with cost-efficient capacity-optimized storage. Pure Storage not only meets the demands of the modern data landscape but also empowers organizations to simplify their Elastic architecture, reflecting the industry trend towards a more streamlined and efficient approach.

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- TOP500: El Cap Stays on Top, Jupiter Joins Exascale Club

The new TOP500 ranking of the world's most powerful supercomputers, revealed today at the Supercomputing Conference in St. Louis, shows the HPE-Cray / AMD supercomputer El Capitan, housed at Lawrence Livermore .... The post TOP500: El Cap Stays on Top, Jupiter Joins Exascale Club appeared first on Inside HPC & AI News | High-Performance Computing \[…\]

#### More News from insideHPC

- Enabling Utility-Scale Quantum Computing with HPC-QC Integration
- TOP500: El Cap Stays on Top, Jupiter Joins Exascale Club
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- @HPCpodcast: Taiwan-Based Analyst Dan Nystedt Talks East-West Tech Tensions, the US-China AI Race and the Global Tech Supply Chain
- LLNL, AMD and Columbia Report Record Protein Folding Workflow on El Capitan Supercomputer

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